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Titlebook: Asia Pacific Advanced Network; First International Damayanthi Herath,Susumu Date,Jilong Wang Conference proceedings 2024 The Editor(s) (if

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發(fā)表于 2025-3-21 17:47:16 | 只看該作者 |倒序?yàn)g覽 |閱讀模式
期刊全稱Asia Pacific Advanced Network
期刊簡(jiǎn)稱First International
影響因子2023Damayanthi Herath,Susumu Date,Jilong Wang
視頻videohttp://file.papertrans.cn/163/162920/162920.mp4
學(xué)科分類Communications in Computer and Information Science
圖書(shū)封面Titlebook: Asia Pacific Advanced Network; First International  Damayanthi Herath,Susumu Date,Jilong Wang Conference proceedings 2024 The Editor(s) (if
影響因子This book constitutes the refereed proceedings of the 56th International Conference?on.Asia Pacific Advanced Network, APANConf 2023, held in, Colombo, Sri Lanka,.during August 24–25, 2023..The 10 full papers and 1 short papers included in this book were carefully reviewed and.selected from 37 submissions. They are organized in topical sections as follows:?artificial intelligence and machine learning, accelerated computing and distributed systems and communications and networking..
Pindex Conference proceedings 2024
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Three-Dimensional Wireless Indoor Localization with Machine Learning Algorithms for Location-Based tGBM, Support Vector Classifier, and Gaussian Naive Bayes, to predict the location by feeding RSSI values received from the devices at known locations. The experimental results show that XGBoost provides 99% accuracy in terms of localization.
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,From Opacity to?Clarity: Leveraging XAI for?Robust Network Traffic Classification, Furthermore, we investigate a novel approach using Explainable AI (XAI) to detect network classification-related attacks. Our experiments indicate that attacks can clearly affect the model integrity, which is measurable with the metrics and detectable with XAI.
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Dynamische Investitionsrechnungtrollers which are OpenDaylight (ODL) and Open Network Operating System (ONOS). The simulation results show that increasing of openFlow switches number impacted on SDN performance of ODL and ONOS. However, the results show that ONOS outperform ODL in terms of performance metrics when the number of switches increases.
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